{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ase.io.trajectory import Trajectory\n",
    "from irff.deb.theta import theta\n",
    "from irff.deb.deb_bde import deb_energy,deb_bo,get_changed_fourboday,get_changed_threeboday\n",
    "from irff.irff_np import IRFF_NP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "images = Trajectory('md-nm.traj')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 440,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "O-N-N-C (3, 1, 2, 4) 0.3214724986888309\n"
     ]
    }
   ],
   "source": [
    "get_changed_fourboday(images=images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "O-N-O (5, 4, 6) 0.0017037781994432774\n"
     ]
    }
   ],
   "source": [
    "get_changed_threeboday(images=images[0:20])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 718,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#images = Trajectory('md.traj')\n",
    "e = deb_energy(images,show=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 684,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C-N-N-O (1, 15, 13, 21) 0.05820531056396949\n"
     ]
    }
   ],
   "source": [
    "get_changed_fourboday(images=images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 727,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "images_hmx1 = Trajectory('md-hmx1.traj')\n",
    "e = deb_energy(images_hmx1,show=True)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
